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Using Weak Supervision and Deep Learning to Classify Clinical Notes for Identification of Current Suicidal Ideation

Mental health concerns, such as suicidal thoughts, are frequently documented by providers in clinical notes, as opposed to structured coded data. In this study, we evaluated weakly supervised methods for detecting “current” suicidal ideation from unstructured clinical notes in electronic health reco...

תיאור מלא

שמור ב:
מידע ביבליוגרפי
הוצא לאור ב:J Psychiatr Res
Main Authors: Cusick, Marika, Adekkanattu, Prakash, Campion, Thomas R., Sholle, Evan T., Myers, Annie, Banerjee, Samprit, Alexopoulos, George, Wang, Yanshan, Pathak, Jyotishman
פורמט: Artigo
שפה:Inglês
יצא לאור: 2021
נושאים:
גישה מקוונת:https://ncbi.nlm.nih.gov/pmc/articles/PMC8009838/
https://ncbi.nlm.nih.gov/pubmed/33581461
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jpsychires.2021.01.052
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